Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 1300 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 182.9 KiB |
| Average record size in memory | 144.1 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 5 |
id is highly overall correlated with Покупательская активность and 1 other fields | High correlation |
Время_в_предыдущем_месяце_мин is highly overall correlated with Покупательская активность | High correlation |
Выручка_предыдущий_месяц is highly overall correlated with Выручка_текущий_месяц | High correlation |
Выручка_текущий_месяц is highly overall correlated with Выручка_предыдущий_месяц | High correlation |
Покупательская активность is highly overall correlated with id and 2 other fields | High correlation |
Страниц_за_визит is highly overall correlated with id and 1 other fields | High correlation |
Выручка_текущий_месяц is highly skewed (γ1 = 31.77724825) | Skewed |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Неоплаченные_продукты_штук_квартал has 116 (8.9%) zeros | Zeros |
Ошибка_сервиса has 17 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-18 21:35:18.296664 |
|---|---|
| Analysis finished | 2024-12-18 21:36:29.467107 |
| Duration | 1 minute and 11.17 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 1300 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 215997.5 |
| Minimum | 215348 |
|---|---|
| Maximum | 216647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 215348 |
|---|---|
| 5-th percentile | 215412.95 |
| Q1 | 215672.75 |
| median | 215997.5 |
| Q3 | 216322.25 |
| 95-th percentile | 216582.05 |
| Maximum | 216647 |
| Range | 1299 |
| Interquartile range (IQR) | 649.5 |
Descriptive statistics
| Standard deviation | 375.42198 |
|---|---|
| Coefficient of variation (CV) | 0.0017380849 |
| Kurtosis | -1.2 |
| Mean | 215997.5 |
| Median Absolute Deviation (MAD) | 325 |
| Skewness | 0 |
| Sum | 2.8079675 × 108 |
| Variance | 140941.67 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 215348 | 1 | 0.1% |
| 216202 | 1 | 0.1% |
| 216220 | 1 | 0.1% |
| 216219 | 1 | 0.1% |
| 216218 | 1 | 0.1% |
| 216217 | 1 | 0.1% |
| 216216 | 1 | 0.1% |
| 216215 | 1 | 0.1% |
| 216214 | 1 | 0.1% |
| 216213 | 1 | 0.1% |
| Other values (1290) | 1290 |
| Value | Count | Frequency (%) |
| 215348 | 1 | |
| 215349 | 1 | |
| 215350 | 1 | |
| 215351 | 1 | |
| 215352 | 1 | |
| 215353 | 1 | |
| 215354 | 1 | |
| 215355 | 1 | |
| 215356 | 1 | |
| 215357 | 1 |
| Value | Count | Frequency (%) |
| 216647 | 1 | |
| 216646 | 1 | |
| 216645 | 1 | |
| 216644 | 1 | |
| 216643 | 1 | |
| 216642 | 1 | |
| 216641 | 1 | |
| 216640 | 1 | |
| 216639 | 1 | |
| 216638 | 1 |
Покупательская активность
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| Прежний уровень | |
|---|---|
| Снизилась |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 12.701538 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Снизилась |
|---|---|
| 2nd row | Снизилась |
| 3rd row | Снизилась |
| 4th row | Снизилась |
| 5th row | Снизилась |
Common Values
| Value | Count | Frequency (%) |
| Прежний уровень | 802 | |
| Снизилась | 498 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| прежний | 802 | |
| уровень | 802 | |
| снизилась | 498 |
Most occurring characters
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| р | 1604 | 9.7% |
| е | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| в | 802 | 4.9% |
| о | 802 | 4.9% |
| у | 802 | 4.9% |
| 802 | 4.9% | |
| Other values (7) | 4094 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| р | 1604 | 9.7% |
| е | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| в | 802 | 4.9% |
| о | 802 | 4.9% |
| у | 802 | 4.9% |
| 802 | 4.9% | |
| Other values (7) | 4094 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| р | 1604 | 9.7% |
| е | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| в | 802 | 4.9% |
| о | 802 | 4.9% |
| у | 802 | 4.9% |
| 802 | 4.9% | |
| Other values (7) | 4094 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16512 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| н | 2102 | |
| и | 1798 | |
| р | 1604 | 9.7% |
| е | 1604 | 9.7% |
| ь | 1300 | 7.9% |
| П | 802 | 4.9% |
| в | 802 | 4.9% |
| о | 802 | 4.9% |
| у | 802 | 4.9% |
| 802 | 4.9% | |
| Other values (7) | 4094 |
Тип сервиса
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| стандарт | |
|---|---|
| премиум |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.7107692 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | премиум |
|---|---|
| 2nd row | премиум |
| 3rd row | стандарт |
| 4th row | стандарт |
| 5th row | стандарт |
Common Values
| Value | Count | Frequency (%) |
| стандарт | 924 | |
| премиум | 376 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| стандарт | 924 | |
| премиум | 376 |
Most occurring characters
| Value | Count | Frequency (%) |
| т | 1848 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.8% |
| е | 376 | 3.8% |
| и | 376 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10024 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| т | 1848 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.8% |
| е | 376 | 3.8% |
| и | 376 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10024 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| т | 1848 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.8% |
| е | 376 | 3.8% |
| и | 376 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10024 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| т | 1848 | |
| а | 1848 | |
| р | 1300 | |
| с | 924 | |
| н | 924 | |
| д | 924 | |
| м | 752 | |
| п | 376 | 3.8% |
| е | 376 | 3.8% |
| и | 376 | 3.8% |
Разрешить сообщать
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| да | |
|---|---|
| нет |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.26 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | да |
|---|---|
| 2nd row | да |
| 3rd row | нет |
| 4th row | да |
| 5th row | нет |
Common Values
| Value | Count | Frequency (%) |
| да | 962 | |
| нет | 338 | 26.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| да | 962 | |
| нет | 338 | 26.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2938 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2938 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2938 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| д | 962 | |
| а | 962 | |
| н | 338 | 11.5% |
| е | 338 | 11.5% |
| т | 338 | 11.5% |
Маркет_актив_6_мес
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2537692 |
| Minimum | 0.9 |
|---|---|
| Maximum | 6.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 2.4 |
| Q1 | 3.7 |
| median | 4.2 |
| Q3 | 4.9 |
| 95-th percentile | 5.8 |
| Maximum | 6.6 |
| Range | 5.7 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.0148139 |
|---|---|
| Coefficient of variation (CV) | 0.23856816 |
| Kurtosis | 0.62060502 |
| Mean | 4.2537692 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | -0.44478178 |
| Sum | 5529.9 |
| Variance | 1.0298472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.1 | 94 | 7.2% |
| 3.9 | 83 | 6.4% |
| 4.4 | 82 | 6.3% |
| 4 | 71 | 5.5% |
| 5.5 | 68 | 5.2% |
| 4.3 | 66 | 5.1% |
| 4.9 | 60 | 4.6% |
| 3.5 | 50 | 3.8% |
| 4.6 | 49 | 3.8% |
| 3.3 | 47 | 3.6% |
| Other values (31) | 630 |
| Value | Count | Frequency (%) |
| 0.9 | 11 | 0.8% |
| 1.4 | 5 | 0.4% |
| 1.5 | 8 | 0.6% |
| 1.7 | 12 | 0.9% |
| 2.4 | 42 | |
| 2.6 | 20 | |
| 2.7 | 8 | 0.6% |
| 2.9 | 7 | 0.5% |
| 3 | 16 | 1.2% |
| 3.1 | 16 | 1.2% |
| Value | Count | Frequency (%) |
| 6.6 | 12 | 0.9% |
| 6.3 | 12 | 0.9% |
| 6.1 | 12 | 0.9% |
| 5.9 | 5 | 0.4% |
| 5.8 | 27 | 2.1% |
| 5.7 | 28 | |
| 5.6 | 25 | 1.9% |
| 5.5 | 68 | |
| 5.4 | 23 | 1.8% |
| 5.3 | 27 | 2.1% |
Маркет_актив_тек_мес
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| 4 | |
|---|---|
| 5 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 4 |
| 3rd row | 3 |
| 4th row | 5 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 669 | |
| 5 | 323 | |
| 3 | 308 |
Длительность
Real number (ℝ)
| Distinct | 658 |
|---|---|
| Distinct (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 601.89846 |
| Minimum | 110 |
|---|---|
| Maximum | 1079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 184 |
| Q1 | 405.5 |
| median | 606 |
| Q3 | 806 |
| 95-th percentile | 997.05 |
| Maximum | 1079 |
| Range | 969 |
| Interquartile range (IQR) | 400.5 |
Descriptive statistics
| Standard deviation | 249.85629 |
|---|---|
| Coefficient of variation (CV) | 0.41511369 |
| Kurtosis | -0.99301711 |
| Mean | 601.89846 |
| Median Absolute Deviation (MAD) | 200 |
| Skewness | -0.062817461 |
| Sum | 782468 |
| Variance | 62428.165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 600 | 7 | 0.5% |
| 449 | 7 | 0.5% |
| 627 | 7 | 0.5% |
| 788 | 6 | 0.5% |
| 744 | 6 | 0.5% |
| 503 | 6 | 0.5% |
| 511 | 6 | 0.5% |
| 684 | 6 | 0.5% |
| 509 | 6 | 0.5% |
| 324 | 6 | 0.5% |
| Other values (648) | 1237 |
| Value | Count | Frequency (%) |
| 110 | 1 | 0.1% |
| 121 | 4 | |
| 125 | 1 | 0.1% |
| 129 | 2 | |
| 131 | 1 | 0.1% |
| 132 | 1 | 0.1% |
| 133 | 1 | 0.1% |
| 134 | 1 | 0.1% |
| 135 | 1 | 0.1% |
| 136 | 3 |
| Value | Count | Frequency (%) |
| 1079 | 1 | |
| 1076 | 1 | |
| 1073 | 1 | |
| 1072 | 1 | |
| 1065 | 1 | |
| 1064 | 1 | |
| 1061 | 2 | |
| 1057 | 2 | |
| 1056 | 1 | |
| 1052 | 1 |
Акционные_покупки
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31980769 |
| Minimum | 0 |
|---|---|
| Maximum | 0.99 |
| Zeros | 3 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.13 |
| Q1 | 0.17 |
| median | 0.24 |
| Q3 | 0.3 |
| 95-th percentile | 0.95 |
| Maximum | 0.99 |
| Range | 0.99 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.24984314 |
|---|---|
| Coefficient of variation (CV) | 0.7812293 |
| Kurtosis | 2.1774728 |
| Mean | 0.31980769 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 1.8953925 |
| Sum | 415.75 |
| Variance | 0.062421595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.24 | 93 | 7.2% |
| 0.3 | 85 | 6.5% |
| 0.28 | 83 | 6.4% |
| 0.17 | 79 | 6.1% |
| 0.25 | 72 | 5.5% |
| 0.14 | 69 | 5.3% |
| 0.21 | 64 | 4.9% |
| 0.13 | 64 | 4.9% |
| 0.16 | 62 | 4.8% |
| 0.23 | 60 | 4.6% |
| Other values (32) | 569 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.2% |
| 0.11 | 31 | 2.4% |
| 0.12 | 20 | 1.5% |
| 0.13 | 64 | |
| 0.14 | 69 | |
| 0.15 | 49 | |
| 0.16 | 62 | |
| 0.17 | 79 | |
| 0.18 | 23 | 1.8% |
| 0.19 | 11 | 0.8% |
| Value | Count | Frequency (%) |
| 0.99 | 30 | |
| 0.98 | 17 | 1.3% |
| 0.95 | 24 | |
| 0.94 | 43 | |
| 0.93 | 19 | |
| 0.91 | 5 | 0.4% |
| 0.9 | 11 | 0.8% |
| 0.89 | 16 | 1.2% |
| 0.75 | 1 | 0.1% |
| 0.74 | 1 | 0.1% |
Популярная_категория
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.3 KiB |
| Товары для детей | |
|---|---|
| Домашний текстиль | |
| Косметика и аксесуары | |
| Техника для красоты и здоровья | |
| Мелкая бытовая техника и электроника |
Length
| Max length | 36 |
|---|---|
| Median length | 21 |
| Mean length | 21.603077 |
| Min length | 15 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Товары для детей |
|---|---|
| 2nd row | Товары для детей |
| 3rd row | Домашний текстиль |
| 4th row | Товары для детей |
| 5th row | Товары для детей |
Common Values
| Value | Count | Frequency (%) |
| Товары для детей | 330 | |
| Домашний текстиль | 251 | |
| Косметика и аксесуары | 223 | |
| Техника для красоты и здоровья | 184 | |
| Мелкая бытовая техника и электроника | 174 | |
| Кухонная посуда | 138 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| и | 581 | |
| для | 514 | |
| техника | 358 | 8.5% |
| товары | 330 | 7.8% |
| детей | 330 | 7.8% |
| домашний | 251 | 5.9% |
| текстиль | 251 | 5.9% |
| косметика | 223 | 5.3% |
| аксесуары | 223 | 5.3% |
| красоты | 184 | 4.4% |
| Other values (6) | 982 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28084 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28084 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28084 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2927 | 10.4% | |
| а | 2590 | 9.2% |
| е | 2063 | 7.3% |
| о | 1980 | 7.1% |
| и | 1838 | 6.5% |
| к | 1761 | 6.3% |
| т | 1761 | 6.3% |
| с | 1242 | 4.4% |
| я | 1184 | 4.2% |
| д | 1166 | 4.2% |
| Other values (19) | 9572 |
Средний_просмотр_категорий_за_визит
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.27 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3553504 |
|---|---|
| Coefficient of variation (CV) | 0.41448023 |
| Kurtosis | -0.70012882 |
| Mean | 3.27 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.27330771 |
| Sum | 4251 |
| Variance | 1.8369746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 356 | |
| 2 | 312 | |
| 4 | 263 | |
| 5 | 177 | |
| 1 | 106 | 8.2% |
| 6 | 86 | 6.6% |
| Value | Count | Frequency (%) |
| 1 | 106 | 8.2% |
| 2 | 312 | |
| 3 | 356 | |
| 4 | 263 | |
| 5 | 177 | |
| 6 | 86 | 6.6% |
| Value | Count | Frequency (%) |
| 6 | 86 | 6.6% |
| 5 | 177 | |
| 4 | 263 | |
| 3 | 356 | |
| 2 | 312 | |
| 1 | 106 | 8.2% |
Неоплаченные_продукты_штук_квартал
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.84 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 116 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9714514 |
|---|---|
| Coefficient of variation (CV) | 0.69417302 |
| Kurtosis | 0.45521388 |
| Mean | 2.84 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.76682589 |
| Sum | 3692 |
| Variance | 3.8866205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 261 | |
| 1 | 261 | |
| 3 | 218 | |
| 4 | 197 | |
| 5 | 135 | |
| 0 | 116 | |
| 6 | 44 | 3.4% |
| 7 | 34 | 2.6% |
| 8 | 20 | 1.5% |
| 9 | 10 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 116 | |
| 1 | 261 | |
| 2 | 261 | |
| 3 | 218 | |
| 4 | 197 | |
| 5 | 135 | |
| 6 | 44 | 3.4% |
| 7 | 34 | 2.6% |
| 8 | 20 | 1.5% |
| 9 | 10 | 0.8% |
| Value | Count | Frequency (%) |
| 10 | 4 | 0.3% |
| 9 | 10 | 0.8% |
| 8 | 20 | 1.5% |
| 7 | 34 | 2.6% |
| 6 | 44 | 3.4% |
| 5 | 135 | |
| 4 | 197 | |
| 3 | 218 | |
| 2 | 261 | |
| 1 | 261 |
Ошибка_сервиса
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1853846 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 17 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9552976 |
|---|---|
| Coefficient of variation (CV) | 0.46717275 |
| Kurtosis | -0.51036217 |
| Mean | 4.1853846 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.25214048 |
| Sum | 5441 |
| Variance | 3.8231888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 257 | |
| 3 | 226 | |
| 5 | 208 | |
| 2 | 189 | |
| 6 | 156 | |
| 7 | 92 | 7.1% |
| 1 | 74 | 5.7% |
| 8 | 66 | 5.1% |
| 0 | 17 | 1.3% |
| 9 | 15 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 17 | 1.3% |
| 1 | 74 | 5.7% |
| 2 | 189 | |
| 3 | 226 | |
| 4 | 257 | |
| 5 | 208 | |
| 6 | 156 | |
| 7 | 92 | 7.1% |
| 8 | 66 | 5.1% |
| 9 | 15 | 1.2% |
| Value | Count | Frequency (%) |
| 9 | 15 | 1.2% |
| 8 | 66 | 5.1% |
| 7 | 92 | 7.1% |
| 6 | 156 | |
| 5 | 208 | |
| 4 | 257 | |
| 3 | 226 | |
| 2 | 189 | |
| 1 | 74 | 5.7% |
| 0 | 17 | 1.3% |
Страниц_за_визит
Real number (ℝ)
High correlation 
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1769231 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.9781261 |
|---|---|
| Coefficient of variation (CV) | 0.48650648 |
| Kurtosis | -0.52970033 |
| Mean | 8.1769231 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.36781673 |
| Sum | 10630 |
| Variance | 15.825487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 127 | |
| 5 | 115 | |
| 4 | 112 | 8.6% |
| 8 | 109 | 8.4% |
| 9 | 108 | 8.3% |
| 10 | 104 | 8.0% |
| 7 | 102 | 7.8% |
| 11 | 92 | 7.1% |
| 3 | 76 | 5.8% |
| 12 | 73 | 5.6% |
| Other values (10) | 282 |
| Value | Count | Frequency (%) |
| 1 | 20 | 1.5% |
| 2 | 58 | |
| 3 | 76 | |
| 4 | 112 | |
| 5 | 115 | |
| 6 | 127 | |
| 7 | 102 | |
| 8 | 109 | |
| 9 | 108 | |
| 10 | 104 |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.2% |
| 19 | 5 | 0.4% |
| 18 | 7 | 0.5% |
| 17 | 19 | 1.5% |
| 16 | 21 | 1.6% |
| 15 | 36 | 2.8% |
| 14 | 53 | |
| 13 | 61 | |
| 12 | 73 | |
| 11 | 92 |
Выручка_препредыдущий_месяц
Real number (ℝ)
| Distinct | 790 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4825.2069 |
| Minimum | 0 |
|---|---|
| Maximum | 5663 |
| Zeros | 3 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4339 |
| Q1 | 4583 |
| median | 4809 |
| Q3 | 5053.5 |
| 95-th percentile | 5442 |
| Maximum | 5663 |
| Range | 5663 |
| Interquartile range (IQR) | 470.5 |
Descriptive statistics
| Standard deviation | 405.97966 |
|---|---|
| Coefficient of variation (CV) | 0.084137255 |
| Kurtosis | 44.439422 |
| Mean | 4825.2069 |
| Median Absolute Deviation (MAD) | 237 |
| Skewness | -3.6751875 |
| Sum | 6272769 |
| Variance | 164819.49 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4974 | 6 | 0.5% |
| 4940 | 5 | 0.4% |
| 4690 | 5 | 0.4% |
| 4908 | 5 | 0.4% |
| 4648 | 5 | 0.4% |
| 4795 | 5 | 0.4% |
| 4729 | 5 | 0.4% |
| 4833 | 5 | 0.4% |
| 5241 | 5 | 0.4% |
| 4952 | 5 | 0.4% |
| Other values (780) | 1249 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 4098 | 1 | 0.1% |
| 4102 | 2 | |
| 4105 | 1 | 0.1% |
| 4119 | 2 | |
| 4128 | 1 | 0.1% |
| 4138 | 1 | 0.1% |
| 4148 | 1 | 0.1% |
| 4156 | 1 | 0.1% |
| 4157 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5663 | 1 | |
| 5653 | 1 | |
| 5641 | 1 | |
| 5638 | 1 | |
| 5637 | 1 | |
| 5633 | 1 | |
| 5624 | 1 | |
| 5621 | 1 | |
| 5618 | 1 | |
| 5616 | 1 |
Выручка_предыдущий_месяц
Real number (ℝ)
High correlation 
| Distinct | 1122 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4936.9204 |
| Minimum | 0 |
|---|---|
| Maximum | 6869.5 |
| Zeros | 3 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3621.85 |
| Q1 | 4496.75 |
| median | 5005 |
| Q3 | 5405.625 |
| 95-th percentile | 6039.8 |
| Maximum | 6869.5 |
| Range | 6869.5 |
| Interquartile range (IQR) | 908.875 |
Descriptive statistics
| Standard deviation | 739.598 |
|---|---|
| Coefficient of variation (CV) | 0.14980959 |
| Kurtosis | 3.985965 |
| Mean | 4936.9204 |
| Median Absolute Deviation (MAD) | 453.75 |
| Skewness | -0.93560657 |
| Sum | 6417996.5 |
| Variance | 547005.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5063 | 4 | 0.3% |
| 5277.5 | 4 | 0.3% |
| 5051 | 4 | 0.3% |
| 0 | 3 | 0.2% |
| 4914 | 3 | 0.2% |
| 4729 | 3 | 0.2% |
| 5118.5 | 3 | 0.2% |
| 5005.5 | 3 | 0.2% |
| 5063.5 | 3 | 0.2% |
| 4828 | 3 | 0.2% |
| Other values (1112) | 1267 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 2890 | 1 | 0.1% |
| 2909 | 1 | 0.1% |
| 2960 | 1 | 0.1% |
| 2970 | 1 | 0.1% |
| 3061 | 1 | 0.1% |
| 3067 | 1 | 0.1% |
| 3111 | 2 | |
| 3130 | 2 | |
| 3137 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6869.5 | 1 | |
| 6809 | 1 | |
| 6716.5 | 1 | |
| 6658.5 | 1 | |
| 6604 | 1 | |
| 6588.5 | 1 | |
| 6531 | 1 | |
| 6499 | 1 | |
| 6457 | 1 | |
| 6407.5 | 1 |
Выручка_текущий_месяц
Real number (ℝ)
High correlation  Skewed 
| Distinct | 1242 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5314.9608 |
| Minimum | 2758.7 |
|---|---|
| Maximum | 106862.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 2758.7 |
|---|---|
| 5-th percentile | 3877.66 |
| Q1 | 4706.05 |
| median | 5179.95 |
| Q3 | 5761.725 |
| 95-th percentile | 6722.2 |
| Maximum | 106862.2 |
| Range | 104103.5 |
| Interquartile range (IQR) | 1055.675 |
Descriptive statistics
| Standard deviation | 2939.7082 |
|---|---|
| Coefficient of variation (CV) | 0.55310062 |
| Kurtosis | 1098.178 |
| Mean | 5314.9608 |
| Median Absolute Deviation (MAD) | 523.15 |
| Skewness | 31.777248 |
| Sum | 6909449.1 |
| Variance | 8641884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4721.5 | 3 | 0.2% |
| 5128.4 | 3 | 0.2% |
| 5339.6 | 3 | 0.2% |
| 5341.8 | 2 | 0.2% |
| 4903.1 | 2 | 0.2% |
| 4977.8 | 2 | 0.2% |
| 5349.4 | 2 | 0.2% |
| 6118.6 | 2 | 0.2% |
| 5010.9 | 2 | 0.2% |
| 5854.2 | 2 | 0.2% |
| Other values (1232) | 1277 |
| Value | Count | Frequency (%) |
| 2758.7 | 1 | |
| 2952.2 | 1 | |
| 3078.3 | 1 | |
| 3083.7 | 1 | |
| 3085.4 | 1 | |
| 3143.5 | 1 | |
| 3227 | 1 | |
| 3232.2 | 1 | |
| 3237.2 | 1 | |
| 3267 | 1 |
| Value | Count | Frequency (%) |
| 106862.2 | 1 | |
| 7799.4 | 1 | |
| 7605.3 | 1 | |
| 7557 | 1 | |
| 7547.8 | 1 | |
| 7467.9 | 1 | |
| 7410 | 1 | |
| 7401.6 | 2 | |
| 7374 | 1 | |
| 7370.6 | 1 |
Время_в_предыдущем_месяце_мин
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.467692 |
| Minimum | 5 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 11 |
| median | 13 |
| Q3 | 17 |
| 95-th percentile | 20 |
| Maximum | 23 |
| Range | 18 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.9320286 |
|---|---|
| Coefficient of variation (CV) | 0.29196009 |
| Kurtosis | -0.72579117 |
| Mean | 13.467692 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.093878289 |
| Sum | 17508 |
| Variance | 15.460849 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 119 | 9.2% |
| 14 | 118 | 9.1% |
| 11 | 115 | 8.8% |
| 13 | 110 | 8.5% |
| 15 | 106 | 8.2% |
| 10 | 100 | 7.7% |
| 17 | 93 | 7.2% |
| 16 | 81 | 6.2% |
| 18 | 81 | 6.2% |
| 9 | 77 | 5.9% |
| Other values (9) | 300 |
| Value | Count | Frequency (%) |
| 5 | 11 | 0.8% |
| 6 | 24 | 1.8% |
| 7 | 43 | 3.3% |
| 8 | 69 | |
| 9 | 77 | |
| 10 | 100 | |
| 11 | 115 | |
| 12 | 119 | |
| 13 | 110 | |
| 14 | 118 |
| Value | Count | Frequency (%) |
| 23 | 6 | 0.5% |
| 22 | 10 | 0.8% |
| 21 | 26 | 2.0% |
| 20 | 50 | |
| 19 | 61 | |
| 18 | 81 | |
| 17 | 93 | |
| 16 | 81 | |
| 15 | 106 | |
| 14 | 118 |
Время_в_текущем_месяце_мин
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.204615 |
| Minimum | 4 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.3 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 13 |
| Q3 | 16 |
| 95-th percentile | 20.05 |
| Maximum | 23 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.2205892 |
|---|---|
| Coefficient of variation (CV) | 0.31962985 |
| Kurtosis | -0.67398316 |
| Mean | 13.204615 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.21721063 |
| Sum | 17166 |
| Variance | 17.813374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 138 | |
| 12 | 118 | 9.1% |
| 9 | 109 | 8.4% |
| 11 | 106 | 8.2% |
| 10 | 104 | 8.0% |
| 13 | 96 | 7.4% |
| 16 | 81 | 6.2% |
| 8 | 72 | 5.5% |
| 17 | 70 | 5.4% |
| 15 | 68 | 5.2% |
| Other values (10) | 338 |
| Value | Count | Frequency (%) |
| 4 | 9 | 0.7% |
| 5 | 11 | 0.8% |
| 6 | 35 | 2.7% |
| 7 | 45 | 3.5% |
| 8 | 72 | |
| 9 | 109 | |
| 10 | 104 | |
| 11 | 106 | |
| 12 | 118 | |
| 13 | 96 |
| Value | Count | Frequency (%) |
| 23 | 8 | 0.6% |
| 22 | 30 | 2.3% |
| 21 | 27 | 2.1% |
| 20 | 51 | 3.9% |
| 19 | 58 | |
| 18 | 64 | |
| 17 | 70 | |
| 16 | 81 | |
| 15 | 68 | |
| 14 | 138 |
Interactions
Correlations
| id | Акционные_покупки | Время_в_предыдущем_месяце_мин | Время_в_текущем_месяце_мин | Выручка_предыдущий_месяц | Выручка_препредыдущий_месяц | Выручка_текущий_месяц | Длительность | Маркет_актив_6_мес | Маркет_актив_тек_мес | Неоплаченные_продукты_штук_квартал | Ошибка_сервиса | Покупательская активность | Популярная_категория | Разрешить сообщать | Средний_просмотр_категорий_за_визит | Страниц_за_визит | Тип сервиса | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.370 | 0.486 | 0.434 | -0.072 | 0.346 | -0.095 | -0.055 | 0.341 | 0.000 | -0.255 | 0.098 | 0.889 | 0.092 | 0.000 | 0.276 | 0.530 | 0.091 |
| Акционные_покупки | -0.370 | 1.000 | -0.331 | -0.271 | 0.014 | -0.259 | 0.026 | 0.036 | -0.275 | 0.004 | 0.198 | -0.051 | 0.499 | 0.051 | 0.000 | -0.205 | -0.365 | 0.046 |
| Время_в_предыдущем_месяце_мин | 0.486 | -0.331 | 1.000 | 0.361 | -0.084 | 0.348 | -0.144 | -0.123 | 0.274 | 0.063 | -0.183 | 0.195 | 0.530 | 0.107 | 0.040 | 0.148 | 0.451 | 0.097 |
| Время_в_текущем_месяце_мин | 0.434 | -0.271 | 0.361 | 1.000 | -0.080 | 0.301 | -0.165 | 0.085 | 0.226 | 0.038 | -0.215 | 0.075 | 0.444 | 0.048 | 0.000 | 0.233 | 0.299 | 0.000 |
| Выручка_предыдущий_месяц | -0.072 | 0.014 | -0.084 | -0.080 | 1.000 | 0.313 | 0.877 | 0.020 | -0.004 | 0.055 | 0.034 | 0.035 | 0.170 | 0.133 | 0.000 | -0.052 | -0.063 | 0.033 |
| Выручка_препредыдущий_месяц | 0.346 | -0.259 | 0.348 | 0.301 | 0.313 | 1.000 | 0.152 | -0.032 | 0.234 | 0.054 | -0.248 | 0.090 | 0.324 | 0.000 | 0.000 | 0.146 | 0.315 | 0.060 |
| Выручка_текущий_месяц | -0.095 | 0.026 | -0.144 | -0.165 | 0.877 | 0.152 | 1.000 | 0.017 | 0.000 | 0.000 | 0.062 | 0.044 | 0.000 | 0.029 | 0.000 | -0.073 | -0.049 | 0.000 |
| Длительность | -0.055 | 0.036 | -0.123 | 0.085 | 0.020 | -0.032 | 0.017 | 1.000 | -0.043 | 0.107 | -0.108 | 0.103 | 0.069 | 0.000 | 0.190 | -0.046 | -0.030 | 0.311 |
| Маркет_актив_6_мес | 0.341 | -0.275 | 0.274 | 0.226 | -0.004 | 0.234 | 0.000 | -0.043 | 1.000 | 0.046 | -0.134 | 0.039 | 0.420 | 0.079 | 0.000 | 0.184 | 0.320 | 0.071 |
| Маркет_актив_тек_мес | 0.000 | 0.004 | 0.063 | 0.038 | 0.055 | 0.054 | 0.000 | 0.107 | 0.046 | 1.000 | 0.087 | 0.069 | 0.000 | 0.055 | 0.087 | 0.105 | 0.000 | 0.074 |
| Неоплаченные_продукты_штук_квартал | -0.255 | 0.198 | -0.183 | -0.215 | 0.034 | -0.248 | 0.062 | -0.108 | -0.134 | 0.087 | 1.000 | -0.097 | 0.386 | 0.133 | 0.150 | -0.252 | -0.165 | 0.093 |
| Ошибка_сервиса | 0.098 | -0.051 | 0.195 | 0.075 | 0.035 | 0.090 | 0.044 | 0.103 | 0.039 | 0.069 | -0.097 | 1.000 | 0.168 | 0.000 | 0.000 | 0.008 | 0.104 | 0.056 |
| Покупательская активность | 0.889 | 0.499 | 0.530 | 0.444 | 0.170 | 0.324 | 0.000 | 0.069 | 0.420 | 0.000 | 0.386 | 0.168 | 1.000 | 0.213 | 0.000 | 0.387 | 0.588 | 0.084 |
| Популярная_категория | 0.092 | 0.051 | 0.107 | 0.048 | 0.133 | 0.000 | 0.029 | 0.000 | 0.079 | 0.055 | 0.133 | 0.000 | 0.213 | 1.000 | 0.051 | 0.083 | 0.084 | 0.048 |
| Разрешить сообщать | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.190 | 0.000 | 0.087 | 0.150 | 0.000 | 0.000 | 0.051 | 1.000 | 0.052 | 0.034 | 0.185 |
| Средний_просмотр_категорий_за_визит | 0.276 | -0.205 | 0.148 | 0.233 | -0.052 | 0.146 | -0.073 | -0.046 | 0.184 | 0.105 | -0.252 | 0.008 | 0.387 | 0.083 | 0.052 | 1.000 | 0.265 | 0.130 |
| Страниц_за_визит | 0.530 | -0.365 | 0.451 | 0.299 | -0.063 | 0.315 | -0.049 | -0.030 | 0.320 | 0.000 | -0.165 | 0.104 | 0.588 | 0.084 | 0.034 | 0.265 | 1.000 | 0.079 |
| Тип сервиса | 0.091 | 0.046 | 0.097 | 0.000 | 0.033 | 0.060 | 0.000 | 0.311 | 0.071 | 0.074 | 0.093 | 0.056 | 0.084 | 0.048 | 0.185 | 0.130 | 0.079 | 1.000 |
Missing values
Sample
| id | Покупательская активность | Тип сервиса | Разрешить сообщать | Маркет_актив_6_мес | Маркет_актив_тек_мес | Длительность | Акционные_покупки | Популярная_категория | Средний_просмотр_категорий_за_визит | Неоплаченные_продукты_штук_квартал | Ошибка_сервиса | Страниц_за_визит | Выручка_препредыдущий_месяц | Выручка_предыдущий_месяц | Выручка_текущий_месяц | Время_в_предыдущем_месяце_мин | Время_в_текущем_месяце_мин | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 215348 | Снизилась | премиум | да | 3.4 | 5 | 121 | 0.00 | Товары для детей | 6 | 2 | 1 | 5 | 0.0 | 0.0 | 3293.1 | 13.0 | 14.0 |
| 1 | 215349 | Снизилась | премиум | да | 4.4 | 4 | 819 | 0.75 | Товары для детей | 4 | 4 | 2 | 5 | 4472.0 | 5216.0 | 4971.6 | 12.0 | 10.0 |
| 2 | 215350 | Снизилась | стандарт | нет | 4.9 | 3 | 539 | 0.14 | Домашний текстиль | 5 | 2 | 1 | 5 | 4826.0 | 5457.5 | 5058.4 | 8.0 | 13.0 |
| 3 | 215351 | Снизилась | стандарт | да | 3.2 | 5 | 896 | 0.99 | Товары для детей | 5 | 0 | 6 | 4 | 4793.0 | 6158.0 | 6610.4 | 11.0 | 13.0 |
| 4 | 215352 | Снизилась | стандарт | нет | 5.1 | 3 | 1064 | 0.94 | Товары для детей | 3 | 2 | 3 | 2 | 4594.0 | 5807.5 | 5872.5 | 8.0 | 11.0 |
| 5 | 215353 | Снизилась | стандарт | да | 3.3 | 4 | 762 | 0.26 | Домашний текстиль | 4 | 1 | 1 | 4 | 5124.0 | 4738.5 | 5388.5 | 10.0 | 10.0 |
| 6 | 215354 | Снизилась | стандарт | да | 5.1 | 3 | 431 | 0.23 | Косметика и аксесуары | 2 | 3 | 7 | 2 | 4503.0 | 5685.0 | 5869.6 | 11.0 | 12.0 |
| 7 | 215355 | Снизилась | стандарт | нет | 4.7 | 4 | 284 | 0.17 | Товары для детей | 5 | 1 | 6 | 4 | 4749.0 | 3263.0 | 3772.6 | 12.0 | 10.0 |
| 8 | 215356 | Снизилась | стандарт | да | 4.2 | 4 | 192 | 0.14 | Косметика и аксесуары | 2 | 2 | 1 | 3 | 4433.0 | 4146.5 | 4566.4 | 6.0 | 7.0 |
| 9 | 215357 | Снизилась | стандарт | да | 3.9 | 5 | 154 | 0.00 | Техника для красоты и здоровья | 3 | 3 | 9 | 5 | 0.0 | 0.0 | 5986.3 | 12.0 | 6.0 |
| id | Покупательская активность | Тип сервиса | Разрешить сообщать | Маркет_актив_6_мес | Маркет_актив_тек_мес | Длительность | Акционные_покупки | Популярная_категория | Средний_просмотр_категорий_за_визит | Неоплаченные_продукты_штук_квартал | Ошибка_сервиса | Страниц_за_визит | Выручка_препредыдущий_месяц | Выручка_предыдущий_месяц | Выручка_текущий_месяц | Время_в_предыдущем_месяце_мин | Время_в_текущем_месяце_мин | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1290 | 216638 | Прежний уровень | стандарт | нет | 1.5 | 3 | 930 | 0.29 | Мелкая бытовая техника и электроника | 2 | 0 | 4 | 16 | 4613.0 | 3234.0 | 4557.4 | 11.0 | 14.0 |
| 1291 | 216639 | Прежний уровень | стандарт | да | 4.8 | 4 | 306 | 0.29 | Товары для детей | 4 | 5 | 3 | 7 | 4591.0 | 4648.0 | 4827.4 | 14.0 | 22.0 |
| 1292 | 216640 | Прежний уровень | стандарт | нет | 5.7 | 4 | 416 | 0.95 | Кухонная посуда | 2 | 3 | 5 | 13 | 4679.0 | 4212.5 | 3938.2 | 23.0 | 17.0 |
| 1293 | 216641 | Прежний уровень | стандарт | да | 4.1 | 4 | 638 | 0.22 | Техника для красоты и здоровья | 4 | 1 | 6 | 14 | 5176.0 | 5654.5 | 6199.2 | 14.0 | 12.0 |
| 1294 | 216642 | Прежний уровень | премиум | да | 4.2 | 3 | 991 | 0.40 | Мелкая бытовая техника и электроника | 4 | 3 | 5 | 12 | 5011.0 | 4589.5 | 4354.2 | 19.0 | 19.0 |
| 1295 | 216643 | Прежний уровень | стандарт | да | 6.6 | 3 | 318 | 0.24 | Техника для красоты и здоровья | 5 | 3 | 3 | 11 | 4704.0 | 3664.0 | 4741.7 | 14.0 | 7.0 |
| 1296 | 216644 | Прежний уровень | стандарт | нет | 5.1 | 4 | 454 | 0.21 | Домашний текстиль | 6 | 2 | 3 | 9 | 5299.0 | 4729.0 | 5353.0 | 12.0 | 11.0 |
| 1297 | 216645 | Прежний уровень | стандарт | да | 4.1 | 3 | 586 | 0.20 | Домашний текстиль | 3 | 2 | 5 | 7 | 5334.0 | 5160.0 | 5139.2 | 12.0 | 18.0 |
| 1298 | 216646 | Прежний уровень | стандарт | да | 6.3 | 5 | 645 | 0.12 | Техника для красоты и здоровья | 3 | 3 | 5 | 7 | 4725.0 | 4923.0 | 5224.6 | 18.0 | 7.0 |
| 1299 | 216647 | Прежний уровень | премиум | да | 4.0 | 5 | 906 | 0.94 | Техника для красоты и здоровья | 4 | 5 | 3 | 12 | 5183.0 | 4720.0 | 4448.3 | 15.0 | 10.0 |